论文标题

内部迁移和与牢固联系的成对之间的移动通信模式

Internal migration and mobile communication patterns among pairs with strong ties

论文作者

Fudolig, Mikaela Irene D., Monsivais, Daniel, Bhattacharya, Kunal, Jo, Hang-Hyun, Kaski, Kimmo

论文摘要

使用具有人口统计学和位置信息的匿名手机服务订户的大规模呼叫详细记录,我们研究了该国内的长距离住宅搬迁如何影响移动的自我与不移动的自我的自我之间的移动通信模式。通过在分析呼叫频率时间序列中使用群集方法,我们发现这种自我 - 彻底的对分组为两个群集,即呼叫频率的群集增加,而自我移动后呼叫频率的群体降低。这表明这种住宅移动与移动后不久的通信模式的变化相关。我们发现,前召唤行为是移动后通话行为的相关预测指标。尽管人口统计和位置信息可以帮助预测呼叫频率是否会上升或衰减,但它们与预测实际呼叫频率无关。我们还注意到,即使呼叫频率降低,在移动后的四个月后,大多数这些关闭对保持接触。

Using large-scale call detail records of anonymised mobile phone service subscribers with demographic and location information, we investigate how a long-distance residential move within the country affects the mobile communication patterns between an ego who moved and a frequently called alter who did not move. By using clustering methods in analysing the call frequency time series, we find that such ego-alter pairs are grouped into two clusters, those with the call frequency increasing and those with the call frequency decreasing after the move of the ego. This indicates that such residential moves are correlated with a change in the communication pattern soon after moving. We find that the pre-move calling behaviour is a relevant predictor for the post-move calling behaviour. While demographic and location information can help in predicting whether the call frequency will rise or decay, they are not relevant in predicting the actual call frequency volume. We also note that at four months after the move, most of these close pairs maintain contact, even if the call frequency is decreased.

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